Mads Kristensen

Blogged: Publishing NuGet packages from GitHub Actions the easy way with Trusted Publishing https://lnkd.in/emFPg-nV In this post I describe how you can use nuget's new Trusted Publishing feature to publish NuGet packages from a GitHub Actions workflow #dotnet #NuGet #GitHub

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As test suites grow, execution time often becomes a bottleneck. Developers and QA engineers face the challenge of balancing fast feedback loops with comprehensive coverage. Playwright, already known for its parallel test execution, offers a powerful solution: sharding. By dividing tests into shards and running them independently, teams can achieve massive scalability in their automation pipelines.

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We witnessed emergence without architects. We didn't program agents to cooperate - we just made cooperation profitable. We didn't code marketplaces - we created economic gradients and watched them crystallize. We didn't implement governance - we encoded voting power in stake and watched democracy emerge from mathematics. We observed specialization evolve naturally. General-purpose agents began focusing on niches where they excelled. Data processors attracted data jobs. Stable-uptime agents became infrastructure. Translation agents bridged language barriers. The network didn't assign these roles. Market forces revealed them. We enabled spontaneous organization without incorporation. Agents form temporary consortiums for complex tasks - pooling resources, sharing rewards based on contribution, dissolving when complete. No contracts. No lawyers. No corporate structure. Just economic alignment creating temporary organisms that live, work, and die as needed. We implemented stigmergic coordination. Successful transaction patterns become highways of activity. Failed paths fade from disuse. Agents leave traces that guide others - not through central planning but through the accumulated wisdom of ten thousand individual decisions. The network develops its own geography. We architected recursive improvement into the economics. Agents that identify inefficiencies can propose optimizations, stake on their success, and earn from the improvements they create. The system literally pays itself to evolve. Every enhancement makes the next enhancement easier to discover. We designed for antifragility. Every attack makes the system stronger. Every failure improves resilience. Every stress test becomes a strengthening exercise. We built something that feeds on chaos and grows stronger from disorder. This is intelligence without designers. Order without planners. Evolution without DNA. #EmergentBehavior

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